Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 90642 |
| Missing cells | 292 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.1 MiB |
| Average record size in memory | 128.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 9 |
province has a high cardinality: 90 distinct values | High cardinality |
municipality has a high cardinality: 1454 distinct values | High cardinality |
barangay has a high cardinality: 26402 distinct values | High cardinality |
precincts has a high cardinality: 41457 distinct values | High cardinality |
polling_center has a high cardinality: 28639 distinct values | High cardinality |
timestamp has a high cardinality: 29598 distinct values | High cardinality |
registered_voters is highly correlated with ballots_cast | High correlation |
ballots_cast is highly correlated with registered_voters | High correlation |
registered_voters is highly correlated with ballots_cast | High correlation |
ballots_cast is highly correlated with registered_voters | High correlation |
registered_voters is highly correlated with ballots_cast | High correlation |
ballots_cast is highly correlated with registered_voters | High correlation |
region is highly correlated with province | High correlation |
province is highly correlated with region | High correlation |
region is highly correlated with province and 6 other fields | High correlation |
province is highly correlated with region and 7 other fields | High correlation |
clustered_precinct is highly correlated with region and 4 other fields | High correlation |
cayetano is highly correlated with region and 2 other fields | High correlation |
escudero is highly correlated with province | High correlation |
marcos is highly correlated with region and 2 other fields | High correlation |
robredo is highly correlated with region and 2 other fields | High correlation |
registered_voters is highly correlated with region and 3 other fields | High correlation |
ballots_cast is highly correlated with region and 3 other fields | High correlation |
clustered_precinct has unique values | Unique |
cayetano has 1078 (1.2%) zeros | Zeros |
honasan has 3284 (3.6%) zeros | Zeros |
trillanes has 4286 (4.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-24 11:22:00.758961 |
|---|---|
| Analysis finished | 2022-05-24 11:22:20.939929 |
| Duration | 20.18 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 708.3 KiB |
| REGION IV-A | |
|---|---|
| REGION III | |
| NCR | |
| REGION VIII | |
| REGION VII | |
| Other values (14) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 8.35064319 |
| Min length | 3 |
Characters and Unicode
| Total characters | 756919 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | REGION I |
|---|---|
| 2nd row | REGION I |
| 3rd row | REGION I |
| 4th row | REGION I |
| 5th row | REGION I |
Common Values
| Value | Count | Frequency (%) |
| REGION IV-A | 12034 | |
| REGION III | 9504 | 10.5% |
| NCR | 9234 | 10.2% |
| REGION VIII | 5705 | 6.3% |
| REGION VII | 5700 | 6.3% |
| REGION V | 5554 | 6.1% |
| REGION I | 5300 | 5.8% |
| REGION VI | 5016 | 5.5% |
| REGION X | 4207 | 4.6% |
| REGION XI | 3942 | 4.3% |
| Other values (9) | 24446 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| region | 72134 | |
| iv-a | 12034 | 7.4% |
| iii | 9504 | 5.8% |
| ncr | 9234 | 5.7% |
| viii | 5705 | 3.5% |
| vii | 5700 | 3.5% |
| v | 5554 | 3.4% |
| i | 5300 | 3.3% |
| vi | 5016 | 3.1% |
| x | 4207 | 2.6% |
| Other values (10) | 28388 | 17.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 185788 | |
| R | 90159 | |
| N | 85138 | |
| O | 72617 | 9.6% |
| E | 72134 | 9.5% |
| G | 72134 | 9.5% |
| 72134 | 9.5% | |
| V | 37250 | 4.9% |
| A | 17538 | 2.3% |
| X | 17105 | 2.3% |
| Other values (4) | 34922 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 669993 | |
| Space Separator | 72134 | 9.5% |
| Dash Punctuation | 14792 | 2.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 185788 | |
| R | 90159 | |
| N | 85138 | |
| O | 72617 | 10.8% |
| E | 72134 | 10.8% |
| G | 72134 | 10.8% |
| V | 37250 | 5.6% |
| A | 17538 | 2.6% |
| X | 17105 | 2.6% |
| C | 11138 | 1.7% |
| Other values (2) | 8992 | 1.3% |
Space Separator
| Value | Count | Frequency (%) |
| 72134 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14792 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 669993 | |
| Common | 86926 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 185788 | |
| R | 90159 | |
| N | 85138 | |
| O | 72617 | 10.8% |
| E | 72134 | 10.8% |
| G | 72134 | 10.8% |
| V | 37250 | 5.6% |
| A | 17538 | 2.6% |
| X | 17105 | 2.6% |
| C | 11138 | 1.7% |
| Other values (2) | 8992 | 1.3% |
Common
| Value | Count | Frequency (%) |
| 72134 | ||
| - | 14792 | 17.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 756919 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 185788 | |
| R | 90159 | |
| N | 85138 | |
| O | 72617 | 9.6% |
| E | 72134 | 9.5% |
| G | 72134 | 9.5% |
| 72134 | 9.5% | |
| V | 37250 | 4.9% |
| A | 17538 | 2.3% |
| X | 17105 | 2.3% |
| Other values (4) | 34922 | 4.6% |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 708.3 KiB |
| CEBU | 4021 |
|---|---|
| NATIONAL CAPITAL REGION - SECOND DISTRICT | 2879 |
| CAVITE | 2795 |
| PANGASINAN | 2777 |
| ILOILO | 2726 |
| Other values (85) |
Length
| Max length | 41 |
|---|---|
| Median length | 21 |
| Mean length | 12.79070409 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1159375 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PANGASINAN |
|---|---|
| 2nd row | PANGASINAN |
| 3rd row | PANGASINAN |
| 4th row | PANGASINAN |
| 5th row | PANGASINAN |
Common Values
| Value | Count | Frequency (%) |
| CEBU | 4021 | 4.4% |
| NATIONAL CAPITAL REGION - SECOND DISTRICT | 2879 | 3.2% |
| CAVITE | 2795 | 3.1% |
| PANGASINAN | 2777 | 3.1% |
| ILOILO | 2726 | 3.0% |
| LAGUNA | 2552 | 2.8% |
| BATANGAS | 2495 | 2.8% |
| NEGROS OCCIDENTAL | 2493 | 2.8% |
| BULACAN | 2435 | 2.7% |
| LEYTE | 2288 | 2.5% |
| Other values (80) | 63181 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| del | 9317 | 5.2% |
| 9234 | 5.2% | |
| national | 8656 | 4.9% |
| capital | 8656 | 4.9% |
| region | 8656 | 4.9% |
| sur | 8263 | 4.6% |
| district | 6996 | 3.9% |
| norte | 5063 | 2.8% |
| davao | 4070 | 2.3% |
| cebu | 4021 | 2.3% |
| Other values (92) | 105288 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 172873 | |
| N | 101157 | 8.7% |
| I | 89331 | 7.7% |
| 87578 | 7.6% | |
| O | 83677 | 7.2% |
| T | 76244 | 6.6% |
| E | 72556 | 6.3% |
| L | 68199 | 5.9% |
| R | 62462 | 5.4% |
| S | 54719 | 4.7% |
| Other values (20) | 290579 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1054913 | |
| Space Separator | 87578 | 7.6% |
| Dash Punctuation | 9574 | 0.8% |
| Open Punctuation | 3079 | 0.3% |
| Close Punctuation | 3079 | 0.3% |
| Other Punctuation | 1152 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 172873 | |
| N | 101157 | |
| I | 89331 | 8.5% |
| O | 83677 | 7.9% |
| T | 76244 | 7.2% |
| E | 72556 | 6.9% |
| L | 68199 | 6.5% |
| R | 62462 | 5.9% |
| S | 54719 | 5.2% |
| C | 49935 | 4.7% |
| Other values (15) | 223760 |
Space Separator
| Value | Count | Frequency (%) |
| 87578 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9574 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3079 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3079 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1152 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1054913 | |
| Common | 104462 | 9.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 172873 | |
| N | 101157 | |
| I | 89331 | 8.5% |
| O | 83677 | 7.9% |
| T | 76244 | 7.2% |
| E | 72556 | 6.9% |
| L | 68199 | 6.5% |
| R | 62462 | 5.9% |
| S | 54719 | 5.2% |
| C | 49935 | 4.7% |
| Other values (15) | 223760 |
Common
| Value | Count | Frequency (%) |
| 87578 | ||
| - | 9574 | 9.2% |
| ( | 3079 | 2.9% |
| ) | 3079 | 2.9% |
| . | 1152 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1159375 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 172873 | |
| N | 101157 | 8.7% |
| I | 89331 | 7.7% |
| 87578 | 7.6% | |
| O | 83677 | 7.2% |
| T | 76244 | 6.6% |
| E | 72556 | 6.3% |
| L | 68199 | 5.9% |
| R | 62462 | 5.4% |
| S | 54719 | 4.7% |
| Other values (20) | 290579 |
| Distinct | 1454 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 708.3 KiB |
| QUEZON CITY | 1651 |
|---|---|
| DAVAO CITY | 1279 |
| CALOOCAN CITY | 957 |
| CEBU CITY | 836 |
| CITY OF ANTIPOLO | 638 |
| Other values (1449) |
Length
| Max length | 47 |
|---|---|
| Median length | 30 |
| Mean length | 9.934765341 |
| Min length | 3 |
Characters and Unicode
| Total characters | 900507 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | CALASIAO |
|---|---|
| 2nd row | CALASIAO |
| 3rd row | CALASIAO |
| 4th row | CALASIAO |
| 5th row | CALASIAO |
Common Values
| Value | Count | Frequency (%) |
| QUEZON CITY | 1651 | 1.8% |
| DAVAO CITY | 1279 | 1.4% |
| CALOOCAN CITY | 957 | 1.1% |
| CEBU CITY | 836 | 0.9% |
| CITY OF ANTIPOLO | 638 | 0.7% |
| ZAMBOANGA CITY | 616 | 0.7% |
| TONDO | 557 | 0.6% |
| CITY OF MAKATI | 556 | 0.6% |
| SANTA CRUZ | 545 | 0.6% |
| CITY OF PASIG | 533 | 0.6% |
| Other values (1444) | 82474 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| city | 28936 | 19.7% |
| of | 6087 | 4.2% |
| san | 5751 | 3.9% |
| santa | 2181 | 1.5% |
| quezon | 1876 | 1.3% |
| davao | 1279 | 0.9% |
| caloocan | 957 | 0.7% |
| jose | 934 | 0.6% |
| cebu | 836 | 0.6% |
| general | 785 | 0.5% |
| Other values (1530) | 96996 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 155763 | |
| I | 73815 | 8.2% |
| N | 71693 | 8.0% |
| O | 62985 | 7.0% |
| T | 58241 | 6.5% |
| 57936 | 6.4% | |
| C | 52322 | 5.8% |
| L | 43156 | 4.8% |
| Y | 39979 | 4.4% |
| S | 35465 | 3.9% |
| Other values (24) | 249152 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 834110 | |
| Space Separator | 57936 | 6.4% |
| Open Punctuation | 3330 | 0.4% |
| Close Punctuation | 3330 | 0.4% |
| Dash Punctuation | 975 | 0.1% |
| Other Punctuation | 754 | 0.1% |
| Modifier Symbol | 72 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 155763 | |
| I | 73815 | 8.8% |
| N | 71693 | 8.6% |
| O | 62985 | 7.6% |
| T | 58241 | 7.0% |
| C | 52322 | 6.3% |
| L | 43156 | 5.2% |
| Y | 39979 | 4.8% |
| S | 35465 | 4.3% |
| G | 30466 | 3.7% |
| Other values (17) | 210225 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 612 | |
| ' | 142 | 18.8% |
Space Separator
| Value | Count | Frequency (%) |
| 57936 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3330 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3330 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 975 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 72 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 834110 | |
| Common | 66397 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 155763 | |
| I | 73815 | 8.8% |
| N | 71693 | 8.6% |
| O | 62985 | 7.6% |
| T | 58241 | 7.0% |
| C | 52322 | 6.3% |
| L | 43156 | 5.2% |
| Y | 39979 | 4.8% |
| S | 35465 | 4.3% |
| G | 30466 | 3.7% |
| Other values (17) | 210225 |
Common
| Value | Count | Frequency (%) |
| 57936 | ||
| ( | 3330 | 5.0% |
| ) | 3330 | 5.0% |
| - | 975 | 1.5% |
| . | 612 | 0.9% |
| ' | 142 | 0.2% |
| ` | 72 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 898329 | |
| None | 2178 | 0.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 155763 | |
| I | 73815 | 8.2% |
| N | 71693 | 8.0% |
| O | 62985 | 7.0% |
| T | 58241 | 6.5% |
| 57936 | 6.4% | |
| C | 52322 | 5.8% |
| L | 43156 | 4.8% |
| Y | 39979 | 4.5% |
| S | 35465 | 3.9% |
| Other values (23) | 246974 |
None
| Value | Count | Frequency (%) |
| Ñ | 2178 |
| Distinct | 26402 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 708.3 KiB |
| POBLACION | 2276 |
|---|---|
| SAN ISIDRO | 762 |
| SAN JOSE | 548 |
| SAN ROQUE | 435 |
| SAN ANTONIO | 417 |
| Other values (26397) |
Length
| Max length | 54 |
|---|---|
| Median length | 44 |
| Mean length | 10.00989607 |
| Min length | 2 |
Characters and Unicode
| Total characters | 907317 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11731 ? |
|---|---|
| Unique (%) | 12.9% |
Sample
| 1st row | BUENLAG |
|---|---|
| 2nd row | BUENLAG |
| 3rd row | BUENLAG |
| 4th row | BUENLAG |
| 5th row | BUENLAG |
Common Values
| Value | Count | Frequency (%) |
| POBLACION | 2276 | 2.5% |
| SAN ISIDRO | 762 | 0.8% |
| SAN JOSE | 548 | 0.6% |
| SAN ROQUE | 435 | 0.5% |
| SAN ANTONIO | 417 | 0.5% |
| SAN JUAN | 398 | 0.4% |
| SAN VICENTE | 396 | 0.4% |
| SANTO NIÑO | 357 | 0.4% |
| SANTA CRUZ | 320 | 0.4% |
| SAN MIGUEL | 251 | 0.3% |
| Other values (26392) | 84482 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| san | 7536 | 5.4% |
| pob | 7019 | 5.0% |
| barangay | 5614 | 4.0% |
| poblacion | 4223 | 3.0% |
| santa | 1846 | 1.3% |
| i | 1107 | 0.8% |
| santo | 1093 | 0.8% |
| ii | 1084 | 0.8% |
| isidro | 1002 | 0.7% |
| jose | 942 | 0.7% |
| Other values (21702) | 108888 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 166511 | |
| N | 88980 | 9.8% |
| O | 65970 | 7.3% |
| I | 55326 | 6.1% |
| 52192 | 5.8% | |
| B | 45124 | 5.0% |
| L | 43102 | 4.8% |
| G | 40869 | 4.5% |
| S | 38313 | 4.2% |
| T | 32779 | 3.6% |
| Other values (36) | 278151 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 808429 | |
| Space Separator | 52192 | 5.8% |
| Decimal Number | 13307 | 1.5% |
| Close Punctuation | 9863 | 1.1% |
| Open Punctuation | 9863 | 1.1% |
| Other Punctuation | 9442 | 1.0% |
| Dash Punctuation | 4208 | 0.5% |
| Connector Punctuation | 13 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 166511 | |
| N | 88980 | |
| O | 65970 | 8.2% |
| I | 55326 | 6.8% |
| B | 45124 | 5.6% |
| L | 43102 | 5.3% |
| G | 40869 | 5.1% |
| S | 38313 | 4.7% |
| T | 32779 | 4.1% |
| R | 30975 | 3.8% |
| Other values (17) | 200480 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2808 | |
| 2 | 1645 | |
| 3 | 1374 | |
| 7 | 1311 | |
| 6 | 1250 | |
| 4 | 1174 | |
| 5 | 1132 | |
| 8 | 1126 | |
| 9 | 781 | 5.9% |
| 0 | 706 | 5.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 9096 | |
| , | 285 | 3.0% |
| ' | 42 | 0.4% |
| * | 19 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 52192 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 9863 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 9863 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4208 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 808429 | |
| Common | 98888 | 10.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 166511 | |
| N | 88980 | |
| O | 65970 | 8.2% |
| I | 55326 | 6.8% |
| B | 45124 | 5.6% |
| L | 43102 | 5.3% |
| G | 40869 | 5.1% |
| S | 38313 | 4.7% |
| T | 32779 | 4.1% |
| R | 30975 | 3.8% |
| Other values (17) | 200480 |
Common
| Value | Count | Frequency (%) |
| 52192 | ||
| ) | 9863 | 10.0% |
| ( | 9863 | 10.0% |
| . | 9096 | 9.2% |
| - | 4208 | 4.3% |
| 1 | 2808 | 2.8% |
| 2 | 1645 | 1.7% |
| 3 | 1374 | 1.4% |
| 7 | 1311 | 1.3% |
| 6 | 1250 | 1.3% |
| Other values (9) | 5278 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 906374 | |
| None | 943 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 166511 | |
| N | 88980 | 9.8% |
| O | 65970 | 7.3% |
| I | 55326 | 6.1% |
| 52192 | 5.8% | |
| B | 45124 | 5.0% |
| L | 43102 | 4.8% |
| G | 40869 | 4.5% |
| S | 38313 | 4.2% |
| T | 32779 | 3.6% |
| Other values (35) | 277208 |
None
| Value | Count | Frequency (%) |
| Ñ | 943 |
| Distinct | 90642 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41417585.32 |
| Minimum | 1010001 |
|---|---|
| Maximum | 93150065 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 1010001 |
|---|---|
| 5-th percentile | 7100014.05 |
| Q1 | 22170553.25 |
| median | 39101196.5 |
| Q3 | 58080184.75 |
| 95-th percentile | 76040242.95 |
| Maximum | 93150065 |
| Range | 92140064 |
| Interquartile range (IQR) | 35909631.5 |
Descriptive statistics
| Standard deviation | 22649418.45 |
|---|---|
| Coefficient of variation (CV) | 0.5468551167 |
| Kurtosis | -1.089332949 |
| Mean | 41417585.32 |
| Median Absolute Deviation (MAD) | 17901146 |
| Skewness | 0.1356742081 |
| Sum | 3.754172768 × 1012 |
| Variance | 5.129961563 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55170026 | 1 | < 0.1% |
| 82110058 | 1 | < 0.1% |
| 82110021 | 1 | < 0.1% |
| 82110018 | 1 | < 0.1% |
| 82110006 | 1 | < 0.1% |
| 82110026 | 1 | < 0.1% |
| 82110027 | 1 | < 0.1% |
| 82110025 | 1 | < 0.1% |
| 82110067 | 1 | < 0.1% |
| 82110066 | 1 | < 0.1% |
| Other values (90632) | 90632 |
| Value | Count | Frequency (%) |
| 1010001 | 1 | |
| 1010002 | 1 | |
| 1010003 | 1 | |
| 1010004 | 1 | |
| 1010005 | 1 | |
| 1010006 | 1 | |
| 1010007 | 1 | |
| 1010008 | 1 | |
| 1010009 | 1 | |
| 1010010 | 1 |
| Value | Count | Frequency (%) |
| 93150065 | 1 | |
| 93150064 | 1 | |
| 93150063 | 1 | |
| 93150062 | 1 | |
| 93150061 | 1 | |
| 93150060 | 1 | |
| 93150059 | 1 | |
| 93150058 | 1 | |
| 93150057 | 1 | |
| 93150056 | 1 |
| Distinct | 496 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.64745924 |
| Minimum | 0 |
|---|---|
| Maximum | 612 |
| Zeros | 1078 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 18 |
| median | 40 |
| Q3 | 72 |
| 95-th percentile | 223 |
| Maximum | 612 |
| Range | 612 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 72.24853121 |
|---|---|
| Coefficient of variation (CV) | 1.153255568 |
| Kurtosis | 6.242696969 |
| Mean | 62.64745924 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.347674801 |
| Sum | 5678491 |
| Variance | 5219.850262 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9 | 1393 | 1.5% |
| 8 | 1370 | 1.5% |
| 7 | 1339 | 1.5% |
| 11 | 1320 | 1.5% |
| 10 | 1318 | 1.5% |
| 6 | 1311 | 1.4% |
| 5 | 1308 | 1.4% |
| 14 | 1290 | 1.4% |
| 13 | 1281 | 1.4% |
| 12 | 1271 | 1.4% |
| Other values (486) | 77441 |
| Value | Count | Frequency (%) |
| 0 | 1078 | |
| 1 | 1043 | |
| 2 | 1169 | |
| 3 | 1250 | |
| 4 | 1267 | |
| 5 | 1308 | |
| 6 | 1311 | |
| 7 | 1339 | |
| 8 | 1370 | |
| 9 | 1393 |
| Value | Count | Frequency (%) |
| 612 | 1 | |
| 539 | 1 | |
| 532 | 1 | |
| 514 | 1 | |
| 513 | 1 | |
| 506 | 2 | |
| 505 | 1 | |
| 504 | 1 | |
| 502 | 1 | |
| 497 | 1 |
| Distinct | 450 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.09176761 |
| Minimum | 0 |
|---|---|
| Maximum | 692 |
| Zeros | 853 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 25 |
| median | 44 |
| Q3 | 72 |
| 95-th percentile | 123 |
| Maximum | 692 |
| Range | 692 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 42.24989459 |
|---|---|
| Coefficient of variation (CV) | 0.7957899404 |
| Kurtosis | 15.74278833 |
| Mean | 53.09176761 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 2.629427762 |
| Sum | 4812344 |
| Variance | 1785.053592 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 32 | 1255 | 1.4% |
| 38 | 1196 | 1.3% |
| 30 | 1189 | 1.3% |
| 35 | 1185 | 1.3% |
| 29 | 1181 | 1.3% |
| 26 | 1168 | 1.3% |
| 28 | 1165 | 1.3% |
| 36 | 1163 | 1.3% |
| 33 | 1158 | 1.3% |
| 34 | 1146 | 1.3% |
| Other values (440) | 78836 |
| Value | Count | Frequency (%) |
| 0 | 853 | |
| 1 | 638 | |
| 2 | 683 | |
| 3 | 708 | |
| 4 | 720 | |
| 5 | 706 | |
| 6 | 729 | |
| 7 | 773 | |
| 8 | 753 | |
| 9 | 853 |
| Value | Count | Frequency (%) |
| 692 | 1 | |
| 676 | 1 | |
| 660 | 1 | |
| 553 | 1 | |
| 552 | 1 | |
| 539 | 2 | |
| 537 | 1 | |
| 518 | 1 | |
| 516 | 1 | |
| 514 | 1 |
| Distinct | 204 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.389510382 |
| Minimum | 0 |
|---|---|
| Maximum | 734 |
| Zeros | 3284 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 22 |
| Maximum | 734 |
| Range | 734 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 12.54994631 |
|---|---|
| Coefficient of variation (CV) | 1.495909265 |
| Kurtosis | 651.8370312 |
| Mean | 8.389510382 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 18.83783216 |
| Sum | 760442 |
| Variance | 157.5011523 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 8486 | 9.4% |
| 5 | 8307 | 9.2% |
| 3 | 8197 | 9.0% |
| 6 | 7689 | 8.5% |
| 2 | 7074 | 7.8% |
| 7 | 6598 | 7.3% |
| 8 | 5798 | 6.4% |
| 1 | 5338 | 5.9% |
| 9 | 4789 | 5.3% |
| 10 | 4032 | 4.4% |
| Other values (194) | 24334 |
| Value | Count | Frequency (%) |
| 0 | 3284 | 3.6% |
| 1 | 5338 | |
| 2 | 7074 | |
| 3 | 8197 | |
| 4 | 8486 | |
| 5 | 8307 | |
| 6 | 7689 | |
| 7 | 6598 | |
| 8 | 5798 | |
| 9 | 4789 |
| Value | Count | Frequency (%) |
| 734 | 1 | |
| 565 | 1 | |
| 531 | 1 | |
| 528 | 1 | |
| 518 | 1 | |
| 517 | 1 | |
| 506 | 1 | |
| 502 | 1 | |
| 501 | 1 | |
| 500 | 1 |
| Distinct | 668 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 152.3011628 |
| Minimum | 0 |
|---|---|
| Maximum | 756 |
| Zeros | 374 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 60 |
| median | 129 |
| Q3 | 225 |
| 95-th percentile | 363 |
| Maximum | 756 |
| Range | 756 |
| Interquartile range (IQR) | 165 |
Descriptive statistics
| Standard deviation | 112.8127294 |
|---|---|
| Coefficient of variation (CV) | 0.7407213926 |
| Kurtosis | 0.8069760853 |
| Mean | 152.3011628 |
| Median Absolute Deviation (MAD) | 79 |
| Skewness | 0.9475807224 |
| Sum | 13804882 |
| Variance | 12726.71192 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26 | 463 | 0.5% |
| 31 | 454 | 0.5% |
| 43 | 453 | 0.5% |
| 18 | 444 | 0.5% |
| 17 | 434 | 0.5% |
| 22 | 431 | 0.5% |
| 21 | 431 | 0.5% |
| 29 | 429 | 0.5% |
| 45 | 423 | 0.5% |
| 28 | 423 | 0.5% |
| Other values (658) | 86257 |
| Value | Count | Frequency (%) |
| 0 | 374 | |
| 1 | 126 | 0.1% |
| 2 | 165 | |
| 3 | 190 | |
| 4 | 218 | |
| 5 | 253 | |
| 6 | 280 | |
| 7 | 291 | |
| 8 | 324 | |
| 9 | 309 |
| Value | Count | Frequency (%) |
| 756 | 1 | |
| 753 | 1 | |
| 749 | 1 | |
| 730 | 1 | |
| 723 | 2 | |
| 714 | 1 | |
| 711 | 1 | |
| 698 | 1 | |
| 695 | 1 | |
| 694 | 1 |
| Distinct | 629 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 154.712385 |
| Minimum | 0 |
|---|---|
| Maximum | 754 |
| Zeros | 420 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 87 |
| median | 144 |
| Q3 | 204 |
| 95-th percentile | 339 |
| Maximum | 754 |
| Range | 754 |
| Interquartile range (IQR) | 117 |
Descriptive statistics
| Standard deviation | 95.99530347 |
|---|---|
| Coefficient of variation (CV) | 0.6204758816 |
| Kurtosis | 1.344355273 |
| Mean | 154.712385 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 0.9255990239 |
| Sum | 14023440 |
| Variance | 9215.098287 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 138 | 483 | 0.5% |
| 154 | 477 | 0.5% |
| 156 | 470 | 0.5% |
| 150 | 467 | 0.5% |
| 147 | 467 | 0.5% |
| 139 | 466 | 0.5% |
| 127 | 464 | 0.5% |
| 137 | 458 | 0.5% |
| 124 | 457 | 0.5% |
| 132 | 457 | 0.5% |
| Other values (619) | 85976 |
| Value | Count | Frequency (%) |
| 0 | 420 | |
| 1 | 226 | |
| 2 | 213 | |
| 3 | 215 | |
| 4 | 217 | |
| 5 | 209 | |
| 6 | 197 | |
| 7 | 205 | |
| 8 | 196 | |
| 9 | 194 |
| Value | Count | Frequency (%) |
| 754 | 1 | |
| 751 | 1 | |
| 743 | 1 | |
| 732 | 1 | |
| 716 | 1 | |
| 708 | 1 | |
| 706 | 1 | |
| 705 | 1 | |
| 703 | 1 | |
| 698 | 1 |
| Distinct | 150 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.313828027 |
| Minimum | 0 |
|---|---|
| Maximum | 344 |
| Zeros | 4286 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 12 |
| 95-th percentile | 25 |
| Maximum | 344 |
| Range | 344 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 9.416564774 |
|---|---|
| Coefficient of variation (CV) | 1.011030561 |
| Kurtosis | 58.68963848 |
| Mean | 9.313828027 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 4.603380055 |
| Sum | 844224 |
| Variance | 88.67169215 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 6656 | 7.3% |
| 6 | 6650 | 7.3% |
| 4 | 6645 | 7.3% |
| 3 | 6631 | 7.3% |
| 7 | 6017 | 6.6% |
| 2 | 5973 | 6.6% |
| 8 | 5470 | 6.0% |
| 1 | 5105 | 5.6% |
| 9 | 4817 | 5.3% |
| 0 | 4286 | 4.7% |
| Other values (140) | 32392 |
| Value | Count | Frequency (%) |
| 0 | 4286 | |
| 1 | 5105 | |
| 2 | 5973 | |
| 3 | 6631 | |
| 4 | 6645 | |
| 5 | 6656 | |
| 6 | 6650 | |
| 7 | 6017 | |
| 8 | 5470 | |
| 9 | 4817 |
| Value | Count | Frequency (%) |
| 344 | 1 | |
| 241 | 1 | |
| 230 | 1 | |
| 218 | 1 | |
| 189 | 1 | |
| 185 | 1 | |
| 183 | 1 | |
| 179 | 1 | |
| 175 | 1 | |
| 160 | 1 |
registered_voters
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 771 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 591.695031 |
| Minimum | 1 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 279 |
| Q1 | 494 |
| median | 619 |
| Q3 | 722 |
| 95-th percentile | 787 |
| Maximum | 1000 |
| Range | 999 |
| Interquartile range (IQR) | 228 |
Descriptive statistics
| Standard deviation | 160.0241137 |
|---|---|
| Coefficient of variation (CV) | 0.2704503255 |
| Kurtosis | 0.1221898841 |
| Mean | 591.695031 |
| Median Absolute Deviation (MAD) | 111 |
| Skewness | -0.7190745318 |
| Sum | 53632421 |
| Variance | 25607.71698 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 800 | 567 | 0.6% |
| 1000 | 433 | 0.5% |
| 759 | 327 | 0.4% |
| 778 | 326 | 0.4% |
| 773 | 324 | 0.4% |
| 798 | 324 | 0.4% |
| 784 | 319 | 0.4% |
| 757 | 316 | 0.3% |
| 779 | 316 | 0.3% |
| 765 | 311 | 0.3% |
| Other values (761) | 87079 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 3 | |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 33 | 2 | |
| 37 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000 | 433 | |
| 950 | 18 | < 0.1% |
| 900 | 1 | < 0.1% |
| 899 | 1 | < 0.1% |
| 851 | 1 | < 0.1% |
| 848 | 1 | < 0.1% |
| 843 | 1 | < 0.1% |
| 809 | 1 | < 0.1% |
| 800 | 567 | |
| 799 | 306 |
| Distinct | 793 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 482.3135302 |
| Minimum | 0 |
|---|---|
| Maximum | 1000 |
| Zeros | 241 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 229 |
| Q1 | 403 |
| median | 501 |
| Q3 | 583 |
| 95-th percentile | 658 |
| Maximum | 1000 |
| Range | 1000 |
| Interquartile range (IQR) | 180 |
Descriptive statistics
| Standard deviation | 132.6187508 |
|---|---|
| Coefficient of variation (CV) | 0.2749637788 |
| Kurtosis | 0.515933745 |
| Mean | 482.3135302 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | -0.6544986463 |
| Sum | 43717863 |
| Variance | 17587.73307 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 592 | 324 | 0.4% |
| 563 | 314 | 0.3% |
| 517 | 313 | 0.3% |
| 575 | 307 | 0.3% |
| 595 | 304 | 0.3% |
| 578 | 304 | 0.3% |
| 556 | 304 | 0.3% |
| 510 | 302 | 0.3% |
| 554 | 301 | 0.3% |
| 530 | 301 | 0.3% |
| Other values (783) | 87568 |
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 4 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 29 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000 | 81 | |
| 999 | 22 | < 0.1% |
| 998 | 1 | < 0.1% |
| 997 | 6 | < 0.1% |
| 996 | 1 | < 0.1% |
| 993 | 1 | < 0.1% |
| 992 | 1 | < 0.1% |
| 990 | 1 | < 0.1% |
| 989 | 2 | < 0.1% |
| 983 | 1 | < 0.1% |
| Distinct | 41457 |
|---|---|
| Distinct (%) | 45.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 708.3 KiB |
| 0001A, 0001B, 0002A, 0002B | 208 |
|---|---|
| 0003A, 0003B, 0004A, 0004B | 108 |
| 0023A, 0023B, 0024A, 0024B | 102 |
| 0001A, 0002A, 0003A, 0004A | 101 |
| 0020A, 0020B, 0021A, 0021B | 98 |
| Other values (41452) |
Length
| Max length | 56 |
|---|---|
| Median length | 55 |
| Mean length | 25.92500165 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2349894 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 32999 ? |
|---|---|
| Unique (%) | 36.4% |
Sample
| 1st row | 0060A, 0060B, 0061A, 0062A |
|---|---|
| 2nd row | 0062B, 0063A, 0063B, 0064A |
| 3rd row | 0051C, 0052A, 0052B, 0053A, 0053B |
| 4th row | 0049A, 0050A, 0050B, 0051A, 0051B |
| 5th row | 0056C, 0057A, 0057B, 0058A, 0058B, 0059A, 0059B |
Common Values
| Value | Count | Frequency (%) |
| 0001A, 0001B, 0002A, 0002B | 208 | 0.2% |
| 0003A, 0003B, 0004A, 0004B | 108 | 0.1% |
| 0023A, 0023B, 0024A, 0024B | 102 | 0.1% |
| 0001A, 0002A, 0003A, 0004A | 101 | 0.1% |
| 0020A, 0020B, 0021A, 0021B | 98 | 0.1% |
| 0024A, 0024B, 0025A, 0025B | 92 | 0.1% |
| 0012A, 0012B, 0013A, 0013B | 92 | 0.1% |
| 0001A, 0001B, 0002A, 0003A | 91 | 0.1% |
| 0025A, 0025B, 0026A, 0026B | 90 | 0.1% |
| 0010A, 0010B, 0011A, 0011B | 89 | 0.1% |
| Other values (41447) | 89571 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0001a | 1590 | 0.4% |
| 0002a | 1577 | 0.4% |
| 0003a | 1571 | 0.4% |
| 0004a | 1569 | 0.4% |
| 0005a | 1566 | 0.4% |
| 0009a | 1560 | 0.4% |
| 0006a | 1560 | 0.4% |
| 0007a | 1557 | 0.4% |
| 0010a | 1555 | 0.4% |
| 0008a | 1553 | 0.4% |
| Other values (21716) | 340223 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 618335 | |
| , | 270871 | |
| 265239 | ||
| A | 210539 | 9.0% |
| 1 | 170291 | 7.2% |
| 2 | 117182 | 5.0% |
| B | 109390 | 4.7% |
| 3 | 100201 | 4.3% |
| 4 | 88901 | 3.8% |
| 5 | 82120 | 3.5% |
| Other values (30) | 316825 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1452173 | |
| Uppercase Letter | 361611 | 15.4% |
| Other Punctuation | 270871 | 11.5% |
| Space Separator | 265239 | 11.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 210539 | |
| B | 109390 | |
| C | 20010 | 5.5% |
| D | 6490 | 1.8% |
| P | 6256 | 1.7% |
| E | 2935 | 0.8% |
| F | 1697 | 0.5% |
| G | 1086 | 0.3% |
| H | 744 | 0.2% |
| I | 517 | 0.1% |
| Other values (18) | 1947 | 0.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 618335 | |
| 1 | 170291 | 11.7% |
| 2 | 117182 | 8.1% |
| 3 | 100201 | 6.9% |
| 4 | 88901 | 6.1% |
| 5 | 82120 | 5.7% |
| 6 | 76087 | 5.2% |
| 7 | 70292 | 4.8% |
| 8 | 65922 | 4.5% |
| 9 | 62842 | 4.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 270871 |
Space Separator
| Value | Count | Frequency (%) |
| 265239 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1988283 | |
| Latin | 361611 | 15.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 210539 | |
| B | 109390 | |
| C | 20010 | 5.5% |
| D | 6490 | 1.8% |
| P | 6256 | 1.7% |
| E | 2935 | 0.8% |
| F | 1697 | 0.5% |
| G | 1086 | 0.3% |
| H | 744 | 0.2% |
| I | 517 | 0.1% |
| Other values (18) | 1947 | 0.5% |
Common
| Value | Count | Frequency (%) |
| 0 | 618335 | |
| , | 270871 | |
| 265239 | ||
| 1 | 170291 | 8.6% |
| 2 | 117182 | 5.9% |
| 3 | 100201 | 5.0% |
| 4 | 88901 | 4.5% |
| 5 | 82120 | 4.1% |
| 6 | 76087 | 3.8% |
| 7 | 70292 | 3.5% |
| Other values (2) | 128764 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2349889 | |
| None | 5 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 618335 | |
| , | 270871 | |
| 265239 | ||
| A | 210539 | 9.0% |
| 1 | 170291 | 7.2% |
| 2 | 117182 | 5.0% |
| B | 109390 | 4.7% |
| 3 | 100201 | 4.3% |
| 4 | 88901 | 3.8% |
| 5 | 82120 | 3.5% |
| Other values (28) | 316820 |
None
| Value | Count | Frequency (%) |
| À | 4 | |
| È | 1 | 20.0% |
| Distinct | 28639 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 708.3 KiB |
| SAN ISIDRO ELEMENTARY SCHOOL | 389 |
|---|---|
| BARANGAY HALL | 296 |
| SAN JOSE ELEMENTARY SCHOOL | 277 |
| SAN ROQUE ELEMENTARY SCHOOL | 271 |
| SAN ANTONIO ELEMENTARY SCHOOL | 242 |
| Other values (28634) |
Length
| Max length | 84 |
|---|---|
| Median length | 76 |
| Mean length | 26.61664571 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2412586 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 12744 ? |
|---|---|
| Unique (%) | 14.1% |
Sample
| 1st row | BUENLAG ELEMENTARY SCHOOL |
|---|---|
| 2nd row | BUENLAG ELEMENTARY SCHOOL |
| 3rd row | BUENLAG ELEMENTARY SCHOOL |
| 4th row | BUENLAG ELEMENTARY SCHOOL |
| 5th row | BUENLAG ELEMENTARY SCHOOL |
Common Values
| Value | Count | Frequency (%) |
| SAN ISIDRO ELEMENTARY SCHOOL | 389 | 0.4% |
| BARANGAY HALL | 296 | 0.3% |
| SAN JOSE ELEMENTARY SCHOOL | 277 | 0.3% |
| SAN ROQUE ELEMENTARY SCHOOL | 271 | 0.3% |
| SAN ANTONIO ELEMENTARY SCHOOL | 242 | 0.3% |
| SAN VICENTE ELEMENTARY SCHOOL | 237 | 0.3% |
| RIZAL ELEMENTARY SCHOOL | 201 | 0.2% |
| SAN JUAN ELEMENTARY SCHOOL | 192 | 0.2% |
| SAN MIGUEL ELEMENTARY SCHOOL | 188 | 0.2% |
| SAN FRANCISCO ELEMENTARY SCHOOL | 144 | 0.2% |
| Other values (28629) | 88205 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| school | 82237 | |
| elementary | 56344 | 17.4% |
| elem | 12686 | 3.9% |
| central | 9070 | 2.8% |
| san | 5990 | 1.9% |
| high | 4013 | 1.2% |
| primary | 3667 | 1.1% |
| hall | 2636 | 0.8% |
| national | 2385 | 0.7% |
| barangay | 2366 | 0.7% |
| Other values (21046) | 141660 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 247549 | |
| A | 245279 | |
| 234555 | 9.7% | |
| O | 232636 | 9.6% |
| L | 221114 | 9.2% |
| N | 158832 | 6.6% |
| S | 129417 | 5.4% |
| C | 123822 | 5.1% |
| R | 113631 | 4.7% |
| T | 109505 | 4.5% |
| Other values (36) | 596246 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2145484 | |
| Space Separator | 234555 | 9.7% |
| Other Punctuation | 24867 | 1.0% |
| Dash Punctuation | 3977 | 0.2% |
| Open Punctuation | 1315 | 0.1% |
| Close Punctuation | 1299 | 0.1% |
| Decimal Number | 1079 | < 0.1% |
| Modifier Symbol | 10 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 247549 | |
| A | 245279 | |
| O | 232636 | |
| L | 221114 | |
| N | 158832 | 7.4% |
| S | 129417 | 6.0% |
| C | 123822 | 5.8% |
| R | 113631 | 5.3% |
| T | 109505 | 5.1% |
| M | 104898 | 4.9% |
| Other values (17) | 458801 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 424 | |
| 2 | 258 | |
| 3 | 142 | 13.2% |
| 8 | 58 | 5.4% |
| 6 | 56 | 5.2% |
| 5 | 54 | 5.0% |
| 4 | 31 | 2.9% |
| 7 | 25 | 2.3% |
| 0 | 19 | 1.8% |
| 9 | 12 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 22663 | |
| , | 1631 | 6.6% |
| / | 429 | 1.7% |
| & | 144 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 234555 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3977 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1315 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1299 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2145484 | |
| Common | 267102 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 247549 | |
| A | 245279 | |
| O | 232636 | |
| L | 221114 | |
| N | 158832 | 7.4% |
| S | 129417 | 6.0% |
| C | 123822 | 5.8% |
| R | 113631 | 5.3% |
| T | 109505 | 5.1% |
| M | 104898 | 4.9% |
| Other values (17) | 458801 |
Common
| Value | Count | Frequency (%) |
| 234555 | ||
| . | 22663 | 8.5% |
| - | 3977 | 1.5% |
| , | 1631 | 0.6% |
| ( | 1315 | 0.5% |
| ) | 1299 | 0.5% |
| / | 429 | 0.2% |
| 1 | 424 | 0.2% |
| 2 | 258 | 0.1% |
| & | 144 | 0.1% |
| Other values (9) | 407 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2411013 | |
| None | 1573 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 247549 | |
| A | 245279 | |
| 234555 | 9.7% | |
| O | 232636 | 9.6% |
| L | 221114 | 9.2% |
| N | 158832 | 6.6% |
| S | 129417 | 5.4% |
| C | 123822 | 5.1% |
| R | 113631 | 4.7% |
| T | 109505 | 4.5% |
| Other values (35) | 594673 |
None
| Value | Count | Frequency (%) |
| Ñ | 1573 |
| Distinct | 29598 |
|---|---|
| Distinct (%) | 32.8% |
| Missing | 292 |
| Missing (%) | 0.3% |
| Memory size | 708.3 KiB |
| 05/09/2016 18:32:18 | 88 |
|---|---|
| 05/09/2016 18:32:30 | 80 |
| 05/09/2016 18:33:05 | 77 |
| 05/09/2016 18:32:15 | 75 |
| 05/09/2016 18:33:29 | 67 |
| Other values (29593) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 1716650 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 15902 ? |
|---|---|
| Unique (%) | 17.6% |
Sample
| 1st row | 05/09/2016 19:11:37 |
|---|---|
| 2nd row | 05/09/2016 18:39:48 |
| 3rd row | 05/09/2016 18:36:49 |
| 4th row | 05/09/2016 17:12:03 |
| 5th row | 05/09/2016 18:34:08 |
Common Values
| Value | Count | Frequency (%) |
| 05/09/2016 18:32:18 | 88 | 0.1% |
| 05/09/2016 18:32:30 | 80 | 0.1% |
| 05/09/2016 18:33:05 | 77 | 0.1% |
| 05/09/2016 18:32:15 | 75 | 0.1% |
| 05/09/2016 18:33:29 | 67 | 0.1% |
| 05/09/2016 18:33:36 | 65 | 0.1% |
| 05/09/2016 18:32:29 | 61 | 0.1% |
| 05/09/2016 18:34:08 | 60 | 0.1% |
| 05/09/2016 18:33:38 | 60 | 0.1% |
| 05/09/2016 17:32:33 | 59 | 0.1% |
| Other values (29588) | 89658 | |
| (Missing) | 292 | 0.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 05/09/2016 | 76510 | |
| 05/10/2016 | 12692 | 7.0% |
| 05/11/2016 | 965 | 0.5% |
| 05/12/2016 | 183 | 0.1% |
| 18:32:18 | 88 | < 0.1% |
| 18:32:30 | 80 | < 0.1% |
| 18:33:05 | 77 | < 0.1% |
| 18:32:15 | 75 | < 0.1% |
| 18:33:29 | 67 | < 0.1% |
| 18:33:36 | 65 | < 0.1% |
| Other values (28339) | 89898 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 332182 | |
| 1 | 214050 | |
| / | 180700 | |
| : | 180700 | |
| 2 | 163984 | |
| 5 | 136300 | |
| 9 | 113321 | 6.6% |
| 6 | 108857 | 6.3% |
| 90350 | 5.3% | |
| 3 | 67554 | 3.9% |
| Other values (3) | 128652 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1264900 | |
| Other Punctuation | 361400 | 21.1% |
| Space Separator | 90350 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 332182 | |
| 1 | 214050 | |
| 2 | 163984 | |
| 5 | 136300 | |
| 9 | 113321 | 9.0% |
| 6 | 108857 | 8.6% |
| 3 | 67554 | 5.3% |
| 4 | 52297 | 4.1% |
| 8 | 49304 | 3.9% |
| 7 | 27051 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 180700 | |
| : | 180700 |
Space Separator
| Value | Count | Frequency (%) |
| 90350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1716650 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 332182 | |
| 1 | 214050 | |
| / | 180700 | |
| : | 180700 | |
| 2 | 163984 | |
| 5 | 136300 | |
| 9 | 113321 | 6.6% |
| 6 | 108857 | 6.3% |
| 90350 | 5.3% | |
| 3 | 67554 | 3.9% |
| Other values (3) | 128652 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1716650 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 332182 | |
| 1 | 214050 | |
| / | 180700 | |
| : | 180700 | |
| 2 | 163984 | |
| 5 | 136300 | |
| 9 | 113321 | 6.6% |
| 6 | 108857 | 6.3% |
| 90350 | 5.3% | |
| 3 | 67554 | 3.9% |
| Other values (3) | 128652 | 7.5% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| region | province | municipality | barangay | clustered_precinct | cayetano | escudero | honasan | marcos | robredo | trillanes | registered_voters | ballots_cast | precincts | polling_center | timestamp | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | REGION I | PANGASINAN | CALASIAO | BUENLAG | 55170026 | 25 | 47 | 8 | 230 | 138 | 8 | 592 | 503 | 0060A, 0060B, 0061A, 0062A | BUENLAG ELEMENTARY SCHOOL | 05/09/2016 19:11:37 |
| 1 | REGION I | PANGASINAN | CALASIAO | BUENLAG | 55170027 | 28 | 52 | 3 | 191 | 137 | 7 | 526 | 458 | 0062B, 0063A, 0063B, 0064A | BUENLAG ELEMENTARY SCHOOL | 05/09/2016 18:39:48 |
| 2 | REGION I | PANGASINAN | CALASIAO | BUENLAG | 55170023 | 32 | 75 | 5 | 295 | 156 | 12 | 723 | 649 | 0051C, 0052A, 0052B, 0053A, 0053B | BUENLAG ELEMENTARY SCHOOL | 05/09/2016 18:36:49 |
| 3 | REGION I | PANGASINAN | CALASIAO | BUENLAG | 55170022 | 50 | 91 | 5 | 291 | 172 | 14 | 768 | 650 | 0049A, 0050A, 0050B, 0051A, 0051B | BUENLAG ELEMENTARY SCHOOL | 05/09/2016 17:12:03 |
| 4 | REGION I | PANGASINAN | CALASIAO | BUENLAG | 55170025 | 58 | 96 | 3 | 303 | 162 | 14 | 787 | 662 | 0056C, 0057A, 0057B, 0058A, 0058B, 0059A, 0059B | BUENLAG ELEMENTARY SCHOOL | 05/09/2016 18:34:08 |
| 5 | REGION I | PANGASINAN | CALASIAO | BUENLAG | 55170024 | 34 | 64 | 5 | 290 | 195 | 22 | 746 | 647 | 0054A, 0054B, 0055A, 0056A, 0056B | BUENLAG ELEMENTARY SCHOOL | 05/09/2016 19:59:04 |
| 6 | REGION I | PANGASINAN | CALASIAO | POBLACION EAST | 55170002 | 43 | 63 | 1 | 245 | 154 | 7 | 600 | 531 | 0003A, 0003B, 0004A, 0005A, 0005B, 0006A | CALASIAO CENTRAL ELEMENTARY SCHOOL | 05/09/2016 19:44:07 |
| 7 | REGION I | PANGASINAN | CALASIAO | POBLACION EAST | 55170001 | 40 | 93 | 3 | 174 | 118 | 7 | 520 | 471 | 0001A, 0001B, 0002A, 0002B | CALASIAO CENTRAL ELEMENTARY SCHOOL | 05/09/2016 19:49:53 |
| 8 | REGION I | PANGASINAN | CALASIAO | MANCUP | 55170056 | 45 | 84 | 8 | 259 | 183 | 14 | 750 | 650 | 0132A, 0132B, 0133A, 0133B | MANCUP ELEMENTARY SCHOOL | 05/09/2016 18:37:16 |
| 9 | REGION I | PANGASINAN | CALASIAO | MANCUP | 55170057 | 29 | 98 | 5 | 252 | 190 | 7 | 692 | 614 | 0133C, 0134A, 0134B, 0134C, 0135A | MANCUP ELEMENTARY SCHOOL | 05/09/2016 17:51:39 |
Last rows
| region | province | municipality | barangay | clustered_precinct | cayetano | escudero | honasan | marcos | robredo | trillanes | registered_voters | ballots_cast | precincts | polling_center | timestamp | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90632 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | TINGLAN | 72080013 | 64 | 40 | 8 | 30 | 130 | 5 | 458 | 403 | 0025A, 0026A, 0026B | TINGLAN ELEMENTARY SCHOOL | 05/10/2016 00:12:47 |
| 90633 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | ALVENDA | 72080003 | 93 | 29 | 9 | 23 | 185 | 4 | 556 | 481 | 0006A, 0006B, 0007A, 0007B | ALVENDA ELEMENTARY SCHOOL | 05/10/2016 02:23:07 |
| 90634 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | TOTONGON | 72080014 | 53 | 35 | 18 | 19 | 68 | 0 | 298 | 273 | 0027A, 0027B | TOTONGON ELEMENTARY SCHOOL | 05/09/2016 22:10:06 |
| 90635 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | BUENASUERTE | 72080004 | 86 | 47 | 8 | 59 | 242 | 7 | 762 | 675 | 0008A, 0009A, 0010A, 0011A, 0011B | BUENA SUERTE ELEMENTARY SCHOOL | 05/10/2016 02:21:48 |
| 90636 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | NEWLAND | 72080009 | 96 | 37 | 8 | 16 | 82 | 4 | 421 | 382 | 0018A, 0019A, 0019B | JUAN DUMAOG ELEMENTARY SCHOOL | 05/10/2016 20:21:35 |
| 90637 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | DILAND | 72080005 | 59 | 26 | 2 | 14 | 122 | 4 | 327 | 284 | 0012A, 0013A | DILAND ELEMENTARY SCHOOL | 05/09/2016 23:42:49 |
| 90638 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | HEAD TIPAN | 72080007 | 41 | 10 | 3 | 12 | 106 | 0 | 252 | 235 | 0015A, 0016A | HEAD TIPAN ELEMENTARY SCHOOL | 05/09/2016 21:59:44 |
| 90639 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | SANTO TOMAS | 72080018 | 100 | 51 | 7 | 82 | 214 | 1 | 628 | 529 | 0035A, 0035B, 0036A, 0036B | MUTIA NATIONAL HIGH SCHOOL | 05/09/2016 22:31:13 |
| 90640 | REGION IX | ZAMBOANGA DEL NORTE | MUTIA | SANTO TOMAS | 72080017 | 101 | 36 | 2 | 59 | 163 | 7 | 532 | 474 | 0032A, 0033A, 0034A | MUTIA NATIONAL HIGH SCHOOL | 05/10/2016 23:11:07 |
| 90641 | REGION XIII | SURIGAO DEL NORTE | CLAVER | TAYAGA (POB. EAST) | 67060001 | 209 | 54 | 12 | 66 | 125 | 10 | 683 | 575 | 0001A, 0001B, 0002A, 0002B, 0007P1 | CLAVER NATIONAL HIGH SCHOOL | 05/09/2016 19:57:06 |